A Review on Data Preprocessing Techniques Toward Efficient and Reliable Knowledge Discovery From Building Operational Data

A Review on Data Preprocessing Techniques Toward Efficient and Reliable Knowledge Discovery From Building Operational Data

The rapid development in data science and the increasing availability of building operational data have provided great opportunities for developing data-driven solutions for intelligent building energy management. Data preprocessing serves as the foundation for valid data analyses. It is an indispen...

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Bibliographic Details
Main Authors: Cheng Fan, Meiling Chen, Xinghua Wang, Jiayuan Wang, Bufu Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Energy Research
Subjects:
data preprocessing
building operational data analysis
data science
knowledge discovery
building energy management
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2021.652801/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2021.652801/full

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